Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 4286 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 870.6 KiB |
| Average record size in memory | 208.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 12 |
cat__ever_married_Yes is highly overall correlated with cat__work_type_children and 1 other fields | High correlation |
cat__work_type_Private is highly overall correlated with cat__work_type_Self-employed | High correlation |
cat__work_type_Self-employed is highly overall correlated with cat__work_type_Private | High correlation |
cat__work_type_children is highly overall correlated with cat__ever_married_Yes and 1 other fields | High correlation |
num__age is highly overall correlated with cat__ever_married_Yes and 1 other fields | High correlation |
num__heart_disease is highly imbalanced (66.5%) | Imbalance |
num__hypertension is highly imbalanced (51.0%) | Imbalance |
cat__work_type_Never_worked is highly imbalanced (96.6%) | Imbalance |
num__feat01 has unique values | Unique |
num__feat02 has unique values | Unique |
num__feat03 has unique values | Unique |
num__feat04 has unique values | Unique |
num__feat05 has unique values | Unique |
num__feat06 has unique values | Unique |
num__feat07 has unique values | Unique |
num__feat08 has unique values | Unique |
num__feat09 has unique values | Unique |
num__feat10 has unique values | Unique |
Reproduction
| Analysis started | 2024-03-01 15:15:03.840732 |
|---|---|
| Analysis finished | 2024-03-01 15:15:14.795356 |
| Duration | 10.95 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
num__age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 104 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.690979 × 10-16 |
| Minimum | -1.9368819 |
|---|---|
| Maximum | 1.6349641 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2024 |
| Negative (%) | 47.2% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -1.9368819 |
|---|---|
| 5-th percentile | -1.7223619 |
| Q1 | -0.80672751 |
| median | 0.087106016 |
| Q3 | 0.806533 |
| 95-th percentile | 1.5041592 |
| Maximum | 1.6349641 |
| Range | 3.571846 |
| Interquartile range (IQR) | 1.6132605 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | 5.9144241 × 1015 |
| Kurtosis | -0.99357792 |
| Mean | 1.690979 × 10-16 |
| Median Absolute Deviation (MAD) | 0.76302862 |
| Skewness | -0.20139043 |
| Sum | 6.2527761 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.46055753 | 99 | 2.3% |
| 1.504159166 | 84 | 2.0% |
| 0.5449231878 | 78 | 1.8% |
| 0.2833133756 | 76 | 1.8% |
| 0.326915011 | 74 | 1.7% |
| 0.4141182817 | 73 | 1.7% |
| 0.6321264585 | 73 | 1.7% |
| 1.547760801 | 72 | 1.7% |
| 0.3705166463 | 72 | 1.7% |
| 0.2397117402 | 72 | 1.7% |
| Other values (94) | 3513 |
| Value | Count | Frequency (%) |
| -1.936881897 | 2 | < 0.1% |
| -1.933393766 | 3 | |
| -1.929905635 | 5 | |
| -1.926417504 | 4 | |
| -1.922929374 | 2 | < 0.1% |
| -1.919441243 | 3 | |
| -1.915953112 | 5 | |
| -1.912464981 | 3 | |
| -1.90897685 | 4 | |
| -1.905488719 | 4 |
| Value | Count | Frequency (%) |
| 1.634964072 | 51 | |
| 1.591362436 | 61 | |
| 1.547760801 | 72 | |
| 1.504159166 | 84 | |
| 1.46055753 | 99 | |
| 1.416955895 | 39 | 0.9% |
| 1.37335426 | 50 | |
| 1.329752624 | 44 | |
| 1.286150989 | 31 | 0.7% |
| 1.242549354 | 45 |
num__avg_glucose_level
Real number (ℝ)
| Distinct | 3507 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.0503935 × 10-16 |
| Minimum | -1.2591388 |
|---|---|
| Maximum | 3.450023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2921 |
| Negative (%) | 68.2% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -1.2591388 |
|---|---|
| 5-th percentile | -1.0010154 |
| Q1 | -0.65035022 |
| median | -0.32282047 |
| Q3 | 0.17777108 |
| 95-th percentile | 2.3710983 |
| Maximum | 3.450023 |
| Range | 4.7091618 |
| Interquartile range (IQR) | 0.82812129 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | -3.2786481 × 1015 |
| Kurtosis | 1.3606351 |
| Mean | -3.0503935 × 10-16 |
| Median Absolute Deviation (MAD) | 0.38982986 |
| Skewness | 1.5010071 |
| Sum | -9.6411767 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2952502664 | 5 | 0.1% |
| -0.7415028657 | 5 | 0.1% |
| -0.5042708805 | 4 | 0.1% |
| -0.6295122709 | 4 | 0.1% |
| -0.2982423816 | 4 | 0.1% |
| -0.5243607963 | 4 | 0.1% |
| -0.9983973218 | 4 | 0.1% |
| -0.3422692185 | 4 | 0.1% |
| -0.4677243314 | 4 | 0.1% |
| -0.3691982546 | 4 | 0.1% |
| Other values (3497) | 4244 |
| Value | Count | Frequency (%) |
| -1.259138783 | 1 | |
| -1.24952127 | 1 | |
| -1.1890378 | 1 | |
| -1.17877912 | 1 | |
| -1.123638712 | 1 | |
| -1.121501487 | 1 | |
| -1.12086032 | 1 | |
| -1.120646597 | 1 | |
| -1.120432875 | 1 | |
| -1.120219152 | 1 |
| Value | Count | Frequency (%) |
| 3.450022985 | 1 | |
| 3.426513509 | 1 | |
| 3.420956724 | 1 | |
| 3.417537164 | 1 | |
| 3.39595119 | 1 | |
| 3.33119327 | 1 | |
| 3.32606393 | 1 | |
| 3.27327447 | 1 | |
| 3.251688497 | 1 | |
| 3.185434519 | 1 |
num__bmi
Real number (ℝ)
| Distinct | 409 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -2.4224134 |
|---|---|
| Maximum | 8.9302123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2456 |
| Negative (%) | 57.3% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -2.4224134 |
|---|---|
| 5-th percentile | -1.4340978 |
| Q1 | -0.65384858 |
| median | -0.10767415 |
| Q3 | 0.50352105 |
| 95-th percentile | 1.7649239 |
| Maximum | 8.9302123 |
| Range | 11.352626 |
| Interquartile range (IQR) | 1.1573696 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 4.1300209 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.57218274 |
| Skewness | 1.1430278 |
| Sum | -3.6082248 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1076741458 | 223 | 5.2% |
| -0.2117073714 | 36 | 0.8% |
| -0.1596907586 | 36 | 0.8% |
| -0.3287447502 | 34 | 0.8% |
| -0.3677572098 | 32 | 0.7% |
| -0.06866168618 | 31 | 0.7% |
| -0.02964922657 | 31 | 0.7% |
| -0.1726949118 | 30 | 0.7% |
| -0.250719831 | 30 | 0.7% |
| -0.2897322906 | 30 | 0.7% |
| Other values (399) | 3773 |
| Value | Count | Frequency (%) |
| -2.422413416 | 1 | |
| -2.292371884 | 1 | |
| -2.266363577 | 1 | |
| -2.201342811 | 1 | |
| -2.162330352 | 1 | |
| -2.097309586 | 1 | |
| -2.071301279 | 1 | |
| -2.045292973 | 1 | |
| -2.03228882 | 1 | |
| -2.006280513 | 1 |
| Value | Count | Frequency (%) |
| 8.93021233 | 1 | |
| 8.201979751 | 1 | |
| 6.381398302 | 1 | |
| 5.588144957 | 1 | |
| 4.924933144 | 1 | |
| 4.66485008 | 1 | |
| 4.612833467 | 1 | |
| 4.469787782 | 1 | |
| 4.248717177 | 1 | |
| 4.196700564 | 1 |
num__feat01
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4655079 × 10-17 |
| Minimum | -3.577363 |
|---|---|
| Maximum | 3.5060322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2136 |
| Negative (%) | 49.8% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -3.577363 |
|---|---|
| 5-th percentile | -1.6281226 |
| Q1 | -0.68358223 |
| median | 0.0036687721 |
| Q3 | 0.68141327 |
| 95-th percentile | 1.6149123 |
| Maximum | 3.5060322 |
| Range | 7.0833951 |
| Interquartile range (IQR) | 1.3649955 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | 1.5468494 × 1016 |
| Kurtosis | 0.041123677 |
| Mean | 6.4655079 × 10-17 |
| Median Absolute Deviation (MAD) | 0.6831644 |
| Skewness | 0.002313614 |
| Sum | 2.1849189 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1407397572 | 1 | < 0.1% |
| -2.641139801 | 1 | < 0.1% |
| -0.8719608256 | 1 | < 0.1% |
| -0.1873261922 | 1 | < 0.1% |
| -0.1737582648 | 1 | < 0.1% |
| 0.9024035484 | 1 | < 0.1% |
| 0.09586108346 | 1 | < 0.1% |
| -1.196971997 | 1 | < 0.1% |
| 0.0187207222 | 1 | < 0.1% |
| 0.7768815386 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -3.577362989 | 1 | |
| -3.279285608 | 1 | |
| -3.195740334 | 1 | |
| -3.101543274 | 1 | |
| -3.065010838 | 1 | |
| -3.030146359 | 1 | |
| -2.947503235 | 1 | |
| -2.916138784 | 1 | |
| -2.882569936 | 1 | |
| -2.828985072 | 1 |
| Value | Count | Frequency (%) |
| 3.506032161 | 1 | |
| 3.40552389 | 1 | |
| 3.286833044 | 1 | |
| 3.168484297 | 1 | |
| 3.119974074 | 1 | |
| 3.099794603 | 1 | |
| 3.068629505 | 1 | |
| 3.024293012 | 1 | |
| 3.022278149 | 1 | |
| 2.954628593 | 1 |
num__feat02
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.6419031 × 10-17 |
| Minimum | -4.9404397 |
|---|---|
| Maximum | 4.1052462 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2124 |
| Negative (%) | 49.6% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -4.9404397 |
|---|---|
| 5-th percentile | -1.6172834 |
| Q1 | -0.66725029 |
| median | 0.014597702 |
| Q3 | 0.66838006 |
| 95-th percentile | 1.6081116 |
| Maximum | 4.1052462 |
| Range | 9.0456859 |
| Interquartile range (IQR) | 1.3356304 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | -2.1545402 × 1016 |
| Kurtosis | 0.38880623 |
| Mean | -4.6419031 × 10-17 |
| Median Absolute Deviation (MAD) | 0.66816149 |
| Skewness | -0.09180027 |
| Sum | -2.4358293 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.381970415 | 1 | < 0.1% |
| 0.08788166889 | 1 | < 0.1% |
| -0.5405516043 | 1 | < 0.1% |
| -0.124579972 | 1 | < 0.1% |
| -0.9549933268 | 1 | < 0.1% |
| -0.7024756511 | 1 | < 0.1% |
| -0.08272220739 | 1 | < 0.1% |
| -0.2672739325 | 1 | < 0.1% |
| -1.170578111 | 1 | < 0.1% |
| 0.5533569669 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -4.940439708 | 1 | |
| -3.7057266 | 1 | |
| -3.63397064 | 1 | |
| -3.523802708 | 1 | |
| -3.484433572 | 1 | |
| -3.479921922 | 1 | |
| -3.471195681 | 1 | |
| -3.450923116 | 1 | |
| -3.388939473 | 1 | |
| -3.387265971 | 1 |
| Value | Count | Frequency (%) |
| 4.105246189 | 1 | |
| 4.070205781 | 1 | |
| 3.510437592 | 1 | |
| 3.457171004 | 1 | |
| 3.349250135 | 1 | |
| 3.293471232 | 1 | |
| 3.157044397 | 1 | |
| 3.121564763 | 1 | |
| 3.080409469 | 1 | |
| 3.042602445 | 1 |
num__feat03
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4151144 × 10-16 |
| Minimum | -2.5196156 |
|---|---|
| Maximum | 2.5926918 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2135 |
| Negative (%) | 49.8% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -2.5196156 |
|---|---|
| 5-th percentile | -1.5833672 |
| Q1 | -0.8042272 |
| median | 0.0062112958 |
| Q3 | 0.80801231 |
| 95-th percentile | 1.5722693 |
| Maximum | 2.5926918 |
| Range | 5.1123074 |
| Interquartile range (IQR) | 1.6122395 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | 2.9285012 × 1015 |
| Kurtosis | -0.88456815 |
| Mean | 3.4151144 × 10-16 |
| Median Absolute Deviation (MAD) | 0.80660816 |
| Skewness | -0.020920451 |
| Sum | 1.4652723 × 10-12 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.041548693 | 1 | < 0.1% |
| 1.172263899 | 1 | < 0.1% |
| -0.8085048733 | 1 | < 0.1% |
| -1.082645684 | 1 | < 0.1% |
| 1.507435631 | 1 | < 0.1% |
| -0.2856690944 | 1 | < 0.1% |
| 0.8812798186 | 1 | < 0.1% |
| 1.333389454 | 1 | < 0.1% |
| 0.4759201951 | 1 | < 0.1% |
| -2.122644594 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -2.519615572 | 1 | |
| -2.51621234 | 1 | |
| -2.48981891 | 1 | |
| -2.447696814 | 1 | |
| -2.438141237 | 1 | |
| -2.416110818 | 1 | |
| -2.369485919 | 1 | |
| -2.328766522 | 1 | |
| -2.312830311 | 1 | |
| -2.29865481 | 1 |
| Value | Count | Frequency (%) |
| 2.592691799 | 1 | |
| 2.457098495 | 1 | |
| 2.369038919 | 1 | |
| 2.357052587 | 1 | |
| 2.353389951 | 1 | |
| 2.344052737 | 1 | |
| 2.326842972 | 1 | |
| 2.261895523 | 1 | |
| 2.248744544 | 1 | |
| 2.225189858 | 1 |
num__feat04
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.1180239 × 10-17 |
| Minimum | -2.8429821 |
|---|---|
| Maximum | 2.7453383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2125 |
| Negative (%) | 49.6% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -2.8429821 |
|---|---|
| 5-th percentile | -1.6123487 |
| Q1 | -0.77639497 |
| median | 0.015855662 |
| Q3 | 0.77764935 |
| 95-th percentile | 1.6155657 |
| Maximum | 2.7453383 |
| Range | 5.5883204 |
| Interquartile range (IQR) | 1.5540443 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | -1.0968568 × 1016 |
| Kurtosis | -0.7179262 |
| Mean | -9.1180239 × 10-17 |
| Median Absolute Deviation (MAD) | 0.77513589 |
| Skewness | -0.0080774797 |
| Sum | -4.196643 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6400589206 | 1 | < 0.1% |
| 0.9643662085 | 1 | < 0.1% |
| 0.1518450646 | 1 | < 0.1% |
| 0.3733282066 | 1 | < 0.1% |
| -0.7952240461 | 1 | < 0.1% |
| 0.9009165985 | 1 | < 0.1% |
| 0.4378896421 | 1 | < 0.1% |
| 0.7223837029 | 1 | < 0.1% |
| -1.305080334 | 1 | < 0.1% |
| -0.4181957129 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -2.842982067 | 1 | |
| -2.670889759 | 1 | |
| -2.664504421 | 1 | |
| -2.566929319 | 1 | |
| -2.560926725 | 1 | |
| -2.524223344 | 1 | |
| -2.495329821 | 1 | |
| -2.487255219 | 1 | |
| -2.484356415 | 1 | |
| -2.449435153 | 1 |
| Value | Count | Frequency (%) |
| 2.745338306 | 1 | |
| 2.684378988 | 1 | |
| 2.492298701 | 1 | |
| 2.468606418 | 1 | |
| 2.432827794 | 1 | |
| 2.406113292 | 1 | |
| 2.402477541 | 1 | |
| 2.395563171 | 1 | |
| 2.343607986 | 1 | |
| 2.340877797 | 1 |
num__feat05
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6329552 × 10-16 |
| Minimum | -2.5591897 |
|---|---|
| Maximum | 2.426359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2147 |
| Negative (%) | 50.1% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -2.5591897 |
|---|---|
| 5-th percentile | -1.5918171 |
| Q1 | -0.76983587 |
| median | -0.0033447055 |
| Q3 | 0.81696975 |
| 95-th percentile | 1.5796663 |
| Maximum | 2.426359 |
| Range | 4.9855487 |
| Interquartile range (IQR) | 1.5868056 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | 6.1245813 × 1015 |
| Kurtosis | -0.84785613 |
| Mean | 1.6329552 × 10-16 |
| Median Absolute Deviation (MAD) | 0.79088675 |
| Skewness | -0.025615278 |
| Sum | 7.8348439 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2671525299 | 1 | < 0.1% |
| -0.1801778234 | 1 | < 0.1% |
| 0.2024583561 | 1 | < 0.1% |
| 2.007975076 | 1 | < 0.1% |
| -0.2035166529 | 1 | < 0.1% |
| 1.730038925 | 1 | < 0.1% |
| -0.04486956482 | 1 | < 0.1% |
| 1.057288455 | 1 | < 0.1% |
| 0.3243331312 | 1 | < 0.1% |
| -1.417897277 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -2.559189657 | 1 | |
| -2.529675729 | 1 | |
| -2.522286794 | 1 | |
| -2.5074993 | 1 | |
| -2.394120751 | 1 | |
| -2.379270639 | 1 | |
| -2.372025769 | 1 | |
| -2.328414302 | 1 | |
| -2.311482521 | 1 | |
| -2.284579373 | 1 |
| Value | Count | Frequency (%) |
| 2.426359002 | 1 | |
| 2.397539748 | 1 | |
| 2.355880703 | 1 | |
| 2.326239598 | 1 | |
| 2.306134009 | 1 | |
| 2.305186019 | 1 | |
| 2.287657706 | 1 | |
| 2.218500298 | 1 | |
| 2.20801233 | 1 | |
| 2.203380421 | 1 |
num__feat06
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2191583 × 10-16 |
| Minimum | -2.6115542 |
|---|---|
| Maximum | 2.6350777 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2171 |
| Negative (%) | 50.7% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -2.6115542 |
|---|---|
| 5-th percentile | -1.5858295 |
| Q1 | -0.77887891 |
| median | -0.01974201 |
| Q3 | 0.79337417 |
| 95-th percentile | 1.6083579 |
| Maximum | 2.6350777 |
| Range | 5.2466319 |
| Interquartile range (IQR) | 1.5722531 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | 2.3704175 × 1015 |
| Kurtosis | -0.79781247 |
| Mean | 4.2191583 × 10-16 |
| Median Absolute Deviation (MAD) | 0.78045506 |
| Skewness | 0.018384567 |
| Sum | 1.9122377 × 10-12 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6387420462 | 1 | < 0.1% |
| -1.18311558 | 1 | < 0.1% |
| 1.807740648 | 1 | < 0.1% |
| -1.138742448 | 1 | < 0.1% |
| 0.9009861697 | 1 | < 0.1% |
| 1.143640661 | 1 | < 0.1% |
| 0.5343760168 | 1 | < 0.1% |
| -0.3471987444 | 1 | < 0.1% |
| -1.357228536 | 1 | < 0.1% |
| -0.839685017 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -2.611554187 | 1 | |
| -2.579609941 | 1 | |
| -2.504497518 | 1 | |
| -2.488261536 | 1 | |
| -2.434636564 | 1 | |
| -2.348122541 | 1 | |
| -2.319538536 | 1 | |
| -2.304463953 | 1 | |
| -2.30175415 | 1 | |
| -2.294930499 | 1 |
| Value | Count | Frequency (%) |
| 2.635077727 | 1 | |
| 2.520235143 | 1 | |
| 2.501766843 | 1 | |
| 2.439938061 | 1 | |
| 2.43656593 | 1 | |
| 2.425548048 | 1 | |
| 2.403921907 | 1 | |
| 2.402133484 | 1 | |
| 2.307427651 | 1 | |
| 2.283474841 | 1 |
num__feat07
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6259836 × 10-17 |
| Minimum | -2.6745483 |
|---|---|
| Maximum | 2.6898954 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2121 |
| Negative (%) | 49.5% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -2.6745483 |
|---|---|
| 5-th percentile | -1.5984741 |
| Q1 | -0.79463398 |
| median | 0.015295091 |
| Q3 | 0.77163547 |
| 95-th percentile | 1.5836986 |
| Maximum | 2.6898954 |
| Range | 5.3644436 |
| Interquartile range (IQR) | 1.5662695 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | 1.3114593 × 1016 |
| Kurtosis | -0.78021848 |
| Mean | 7.6259836 × 10-17 |
| Median Absolute Deviation (MAD) | 0.78488344 |
| Skewness | -0.014239685 |
| Sum | 3.2129854 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.750597437 | 1 | < 0.1% |
| 0.2341826264 | 1 | < 0.1% |
| 0.68272752 | 1 | < 0.1% |
| -0.02781112985 | 1 | < 0.1% |
| -1.499648195 | 1 | < 0.1% |
| -1.265609483 | 1 | < 0.1% |
| 0.7802810114 | 1 | < 0.1% |
| -0.7167639114 | 1 | < 0.1% |
| 1.025678396 | 1 | < 0.1% |
| 0.9923810348 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -2.674548288 | 1 | |
| -2.582763589 | 1 | |
| -2.580410152 | 1 | |
| -2.53545528 | 1 | |
| -2.478984032 | 1 | |
| -2.441832273 | 1 | |
| -2.373281991 | 1 | |
| -2.363371457 | 1 | |
| -2.3449043 | 1 | |
| -2.338288555 | 1 |
| Value | Count | Frequency (%) |
| 2.689895352 | 1 | |
| 2.517921215 | 1 | |
| 2.513551921 | 1 | |
| 2.488852422 | 1 | |
| 2.484954535 | 1 | |
| 2.372349675 | 1 | |
| 2.333212263 | 1 | |
| 2.310928148 | 1 | |
| 2.275445903 | 1 | |
| 2.264709103 | 1 |
num__feat08
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.9852425 × 10-16 |
| Minimum | -2.6680301 |
|---|---|
| Maximum | 2.838553 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2176 |
| Negative (%) | 50.8% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -2.6680301 |
|---|---|
| 5-th percentile | -1.5616234 |
| Q1 | -0.79489866 |
| median | -0.026512682 |
| Q3 | 0.79762244 |
| 95-th percentile | 1.6099555 |
| Maximum | 2.838553 |
| Range | 5.5065831 |
| Interquartile range (IQR) | 1.5925211 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | -5.0377558 × 1015 |
| Kurtosis | -0.78502345 |
| Mean | -1.9852425 × 10-16 |
| Median Absolute Deviation (MAD) | 0.79254681 |
| Skewness | 0.045368567 |
| Sum | -9.6202907 × 10-13 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.027856192 | 1 | < 0.1% |
| -0.9670749742 | 1 | < 0.1% |
| -1.168758528 | 1 | < 0.1% |
| -1.118253493 | 1 | < 0.1% |
| 0.8533649949 | 1 | < 0.1% |
| -0.9621485768 | 1 | < 0.1% |
| -0.9310934625 | 1 | < 0.1% |
| -0.7558356686 | 1 | < 0.1% |
| 0.26094635 | 1 | < 0.1% |
| -0.5859149929 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -2.668030091 | 1 | |
| -2.548221982 | 1 | |
| -2.536482774 | 1 | |
| -2.482969768 | 1 | |
| -2.454461357 | 1 | |
| -2.441430036 | 1 | |
| -2.382440518 | 1 | |
| -2.351777004 | 1 | |
| -2.33218643 | 1 | |
| -2.311455388 | 1 |
| Value | Count | Frequency (%) |
| 2.838552968 | 1 | |
| 2.784940575 | 1 | |
| 2.698708085 | 1 | |
| 2.661235078 | 1 | |
| 2.576404357 | 1 | |
| 2.533769534 | 1 | |
| 2.52554472 | 1 | |
| 2.490233927 | 1 | |
| 2.444844918 | 1 | |
| 2.405685602 | 1 |
num__feat09
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3322233 × 10-16 |
| Minimum | -2.5472451 |
|---|---|
| Maximum | 2.5823786 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2140 |
| Negative (%) | 49.9% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -2.5472451 |
|---|---|
| 5-th percentile | -1.6025389 |
| Q1 | -0.78909531 |
| median | 0.0035233493 |
| Q3 | 0.76606978 |
| 95-th percentile | 1.6050139 |
| Maximum | 2.5823786 |
| Range | 5.1296237 |
| Interquartile range (IQR) | 1.5551651 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | 3.0013495 × 1015 |
| Kurtosis | -0.80803407 |
| Mean | 3.3322233 × 10-16 |
| Median Absolute Deviation (MAD) | 0.77888752 |
| Skewness | 0.0024430899 |
| Sum | 1.3528068 × 10-12 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02378616988 | 1 | < 0.1% |
| 0.8075499938 | 1 | < 0.1% |
| 1.035591947 | 1 | < 0.1% |
| 0.2259610067 | 1 | < 0.1% |
| 1.133452467 | 1 | < 0.1% |
| -1.347727644 | 1 | < 0.1% |
| 2.004076467 | 1 | < 0.1% |
| 1.208106352 | 1 | < 0.1% |
| -1.668693539 | 1 | < 0.1% |
| -1.068867716 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -2.5472451 | 1 | |
| -2.481806321 | 1 | |
| -2.469796649 | 1 | |
| -2.448423453 | 1 | |
| -2.398565936 | 1 | |
| -2.351515812 | 1 | |
| -2.329117673 | 1 | |
| -2.310314545 | 1 | |
| -2.277684279 | 1 | |
| -2.27416083 | 1 |
| Value | Count | Frequency (%) |
| 2.582378567 | 1 | |
| 2.519732467 | 1 | |
| 2.470942951 | 1 | |
| 2.39692384 | 1 | |
| 2.384646514 | 1 | |
| 2.355911242 | 1 | |
| 2.340850554 | 1 | |
| 2.339115061 | 1 | |
| 2.319816313 | 1 | |
| 2.311758083 | 1 |
num__feat10
Real number (ℝ)
UNIQUE 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2233029 × 10-16 |
| Minimum | -3.7574658 |
|---|---|
| Maximum | 3.4843637 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2119 |
| Negative (%) | 49.4% |
| Memory size | 67.0 KiB |
Quantile statistics
| Minimum | -3.7574658 |
|---|---|
| 5-th percentile | -1.6400339 |
| Q1 | -0.66169266 |
| median | 0.014234007 |
| Q3 | 0.66395681 |
| 95-th percentile | 1.6519599 |
| Maximum | 3.4843637 |
| Range | 7.2418295 |
| Interquartile range (IQR) | 1.3256495 |
Descriptive statistics
| Standard deviation | 1.0001167 |
|---|---|
| Coefficient of variation (CV) | 2.3680913 × 1015 |
| Kurtosis | -0.015493785 |
| Mean | 4.2233029 × 10-16 |
| Median Absolute Deviation (MAD) | 0.66199003 |
| Skewness | -0.02241118 |
| Sum | 1.8688384 × 10-12 |
| Variance | 1.0002334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4334897661 | 1 | < 0.1% |
| 0.3852790759 | 1 | < 0.1% |
| 0.1358097536 | 1 | < 0.1% |
| -0.9222387321 | 1 | < 0.1% |
| -0.09177928787 | 1 | < 0.1% |
| 1.205395868 | 1 | < 0.1% |
| -1.067771338 | 1 | < 0.1% |
| 0.1214450014 | 1 | < 0.1% |
| 1.613109039 | 1 | < 0.1% |
| -2.047254725 | 1 | < 0.1% |
| Other values (4276) | 4276 |
| Value | Count | Frequency (%) |
| -3.757465822 | 1 | |
| -3.109251881 | 1 | |
| -3.067512032 | 1 | |
| -3.034997482 | 1 | |
| -3.031943278 | 1 | |
| -2.976373169 | 1 | |
| -2.942930354 | 1 | |
| -2.924482394 | 1 | |
| -2.90912044 | 1 | |
| -2.879946951 | 1 |
| Value | Count | Frequency (%) |
| 3.484363708 | 1 | |
| 3.337541782 | 1 | |
| 3.140956663 | 1 | |
| 3.095650731 | 1 | |
| 3.048386245 | 1 | |
| 2.953034044 | 1 | |
| 2.906492353 | 1 | |
| 2.901351831 | 1 | |
| 2.849104858 | 1 | |
| 2.714150991 | 1 |
num__heart_disease
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 351.1 KiB |
| -0.2567177515854906 | |
|---|---|
| 3.895328600472671 | 265 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.876342 |
| Min length | 17 |
Characters and Unicode
| Total characters | 80904 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.895328600472671 |
|---|---|
| 2nd row | -0.2567177515854906 |
| 3rd row | -0.2567177515854906 |
| 4th row | -0.2567177515854906 |
| 5th row | -0.2567177515854906 |
Common Values
| Value | Count | Frequency (%) |
| -0.2567177515854906 | 4021 | |
| 3.895328600472671 | 265 | 6.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.2567177515854906 | 4021 | |
| 3.895328600472671 | 265 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 16349 | |
| 7 | 12593 | |
| 0 | 8572 | |
| 6 | 8572 | |
| 1 | 8307 | |
| 2 | 4551 | 5.6% |
| 8 | 4551 | 5.6% |
| . | 4286 | 5.3% |
| 4 | 4286 | 5.3% |
| 9 | 4286 | 5.3% |
| Other values (2) | 4551 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 72597 | |
| Other Punctuation | 4286 | 5.3% |
| Dash Punctuation | 4021 | 5.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 16349 | |
| 7 | 12593 | |
| 0 | 8572 | |
| 6 | 8572 | |
| 1 | 8307 | |
| 2 | 4551 | 6.3% |
| 8 | 4551 | 6.3% |
| 4 | 4286 | 5.9% |
| 9 | 4286 | 5.9% |
| 3 | 530 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4021 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 80904 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 16349 | |
| 7 | 12593 | |
| 0 | 8572 | |
| 6 | 8572 | |
| 1 | 8307 | |
| 2 | 4551 | 5.6% |
| 8 | 4551 | 5.6% |
| . | 4286 | 5.3% |
| 4 | 4286 | 5.3% |
| 9 | 4286 | 5.3% |
| Other values (2) | 4551 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80904 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 16349 | |
| 7 | 12593 | |
| 0 | 8572 | |
| 6 | 8572 | |
| 1 | 8307 | |
| 2 | 4551 | 5.6% |
| 8 | 4551 | 5.6% |
| . | 4286 | 5.3% |
| 4 | 4286 | 5.3% |
| 9 | 4286 | 5.3% |
| Other values (2) | 4551 | 5.6% |
num__hypertension
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 354.9 KiB |
| -0.34589698335342406 | |
|---|---|
| 2.8910341752770905 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.786281 |
| Min length | 18 |
Characters and Unicode
| Total characters | 84804 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.34589698335342406 |
|---|---|
| 2nd row | -0.34589698335342406 |
| 3rd row | -0.34589698335342406 |
| 4th row | -0.34589698335342406 |
| 5th row | 2.8910341752770905 |
Common Values
| Value | Count | Frequency (%) |
| -0.34589698335342406 | 3828 | |
| 2.8910341752770905 | 458 | 10.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.34589698335342406 | 3828 | |
| 2.8910341752770905 | 458 | 10.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 15770 | |
| 4 | 11942 | |
| 0 | 9030 | |
| 5 | 8572 | |
| 9 | 8572 | |
| 8 | 8114 | |
| 6 | 7656 | |
| 2 | 4744 | 5.6% |
| . | 4286 | 5.1% |
| - | 3828 | 4.5% |
| Other values (2) | 2290 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 76690 | |
| Other Punctuation | 4286 | 5.1% |
| Dash Punctuation | 3828 | 4.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 15770 | |
| 4 | 11942 | |
| 0 | 9030 | |
| 5 | 8572 | |
| 9 | 8572 | |
| 8 | 8114 | |
| 6 | 7656 | |
| 2 | 4744 | 6.2% |
| 7 | 1374 | 1.8% |
| 1 | 916 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3828 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 84804 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 15770 | |
| 4 | 11942 | |
| 0 | 9030 | |
| 5 | 8572 | |
| 9 | 8572 | |
| 8 | 8114 | |
| 6 | 7656 | |
| 2 | 4744 | 5.6% |
| . | 4286 | 5.1% |
| - | 3828 | 4.5% |
| Other values (2) | 2290 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84804 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 15770 | |
| 4 | 11942 | |
| 0 | 9030 | |
| 5 | 8572 | |
| 9 | 8572 | |
| 8 | 8114 | |
| 6 | 7656 | |
| 2 | 4744 | 5.6% |
| . | 4286 | 5.1% |
| - | 3828 | 4.5% |
| Other values (2) | 2290 | 2.7% |
cat__ever_married_Yes
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2852 | |
| 0.0 | 1434 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2852 | |
| 0.0 | 1434 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5720 | |
| . | 4286 | |
| 1 | 2852 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5720 | |
| 1 | 2852 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5720 | |
| . | 4286 | |
| 1 | 2852 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5720 | |
| . | 4286 | |
| 1 | 2852 |
cat__gender_Male
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2502 | |
| 1.0 | 1784 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2502 | |
| 1.0 | 1784 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6788 | |
| . | 4286 | |
| 1 | 1784 | 13.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6788 | |
| 1 | 1784 | 20.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6788 | |
| . | 4286 | |
| 1 | 1784 | 13.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6788 | |
| . | 4286 | |
| 1 | 1784 | 13.9% |
cat__residence_type_Urban
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2201 | |
| 0.0 | 2085 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2201 | |
| 0.0 | 2085 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6371 | |
| . | 4286 | |
| 1 | 2201 | 17.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6371 | |
| 1 | 2201 | 25.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6371 | |
| . | 4286 | |
| 1 | 2201 | 17.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6371 | |
| . | 4286 | |
| 1 | 2201 | 17.1% |
cat__smoking_status_formerly smoked
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3517 | |
| 1.0 | 769 | 17.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3517 | |
| 1.0 | 769 | 17.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7803 | |
| . | 4286 | |
| 1 | 769 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7803 | |
| 1 | 769 | 9.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7803 | |
| . | 4286 | |
| 1 | 769 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7803 | |
| . | 4286 | |
| 1 | 769 | 6.0% |
cat__smoking_status_never smoked
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2713 | |
| 1.0 | 1573 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2713 | |
| 1.0 | 1573 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6999 | |
| . | 4286 | |
| 1 | 1573 | 12.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6999 | |
| 1 | 1573 | 18.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6999 | |
| . | 4286 | |
| 1 | 1573 | 12.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6999 | |
| . | 4286 | |
| 1 | 1573 | 12.2% |
cat__smoking_status_smokes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3620 | |
| 1.0 | 666 | 15.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3620 | |
| 1.0 | 666 | 15.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7906 | |
| . | 4286 | |
| 1 | 666 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7906 | |
| 1 | 666 | 7.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7906 | |
| . | 4286 | |
| 1 | 666 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7906 | |
| . | 4286 | |
| 1 | 666 | 5.2% |
cat__work_type_Never_worked
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 15 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 4271 | |
| 1.0 | 15 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 4271 | |
| 1.0 | 15 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8557 | |
| . | 4286 | |
| 1 | 15 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8557 | |
| 1 | 15 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8557 | |
| . | 4286 | |
| 1 | 15 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8557 | |
| . | 4286 | |
| 1 | 15 | 0.1% |
cat__work_type_Private
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2448 | |
| 0.0 | 1838 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2448 | |
| 0.0 | 1838 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6124 | |
| . | 4286 | |
| 1 | 2448 | 19.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6124 | |
| 1 | 2448 | 28.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6124 | |
| . | 4286 | |
| 1 | 2448 | 19.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6124 | |
| . | 4286 | |
| 1 | 2448 | 19.0% |
cat__work_type_Self-employed
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3587 | |
| 1.0 | 699 | 16.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3587 | |
| 1.0 | 699 | 16.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7873 | |
| . | 4286 | |
| 1 | 699 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7873 | |
| 1 | 699 | 8.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7873 | |
| . | 4286 | |
| 1 | 699 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7873 | |
| . | 4286 | |
| 1 | 699 | 5.4% |
cat__work_type_children
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12858 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3725 | |
| 1.0 | 561 | 13.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3725 | |
| 1.0 | 561 | 13.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8011 | |
| . | 4286 | |
| 1 | 561 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8572 | |
| Other Punctuation | 4286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8011 | |
| 1 | 561 | 6.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8011 | |
| . | 4286 | |
| 1 | 561 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8011 | |
| . | 4286 | |
| 1 | 561 | 4.4% |
| cat__ever_married_Yes | cat__gender_Male | cat__residence_type_Urban | cat__smoking_status_formerly smoked | cat__smoking_status_never smoked | cat__smoking_status_smokes | cat__work_type_Never_worked | cat__work_type_Private | cat__work_type_Self-employed | cat__work_type_children | num__age | num__avg_glucose_level | num__bmi | num__feat01 | num__feat02 | num__feat03 | num__feat04 | num__feat05 | num__feat06 | num__feat07 | num__feat08 | num__feat09 | num__feat10 | num__heart_disease | num__hypertension | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cat__ever_married_Yes | 1.000 | 0.022 | 0.000 | 0.178 | 0.090 | 0.104 | 0.078 | 0.155 | 0.190 | 0.546 | 0.642 | 0.106 | 0.371 | 0.012 | -0.006 | -0.005 | -0.013 | -0.019 | -0.011 | -0.004 | 0.001 | -0.008 | -0.041 | 0.106 | 0.154 |
| cat__gender_Male | 0.022 | 1.000 | 0.004 | 0.040 | 0.101 | 0.005 | 0.000 | 0.014 | 0.010 | 0.081 | -0.013 | 0.065 | -0.002 | -0.003 | -0.000 | -0.003 | 0.005 | -0.000 | -0.005 | -0.008 | 0.004 | -0.015 | -0.007 | 0.091 | 0.015 |
| cat__residence_type_Urban | 0.000 | 0.004 | 1.000 | 0.000 | 0.019 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.002 | 0.006 | 0.027 | -0.009 | 0.010 | -0.011 | 0.003 | -0.005 | 0.017 | -0.020 | 0.006 | 0.022 | 0.000 | 0.000 |
| cat__smoking_status_formerly smoked | 0.178 | 0.040 | 0.000 | 1.000 | 0.355 | 0.199 | 0.017 | 0.020 | 0.084 | 0.162 | 0.238 | 0.041 | 0.120 | 0.019 | 0.006 | 0.002 | 0.004 | -0.007 | -0.014 | -0.006 | 0.008 | -0.023 | -0.015 | 0.061 | 0.052 |
| cat__smoking_status_never smoked | 0.090 | 0.101 | 0.019 | 0.355 | 1.000 | 0.326 | 0.038 | 0.109 | 0.020 | 0.240 | 0.104 | 0.001 | 0.106 | -0.002 | -0.008 | -0.011 | 0.003 | 0.010 | 0.002 | -0.023 | -0.000 | -0.002 | 0.001 | 0.025 | 0.071 |
| cat__smoking_status_smokes | 0.104 | 0.005 | 0.022 | 0.199 | 0.326 | 1.000 | 0.013 | 0.097 | 0.000 | 0.163 | 0.051 | 0.019 | 0.100 | 0.001 | 0.007 | -0.011 | 0.012 | -0.017 | 0.006 | 0.013 | -0.017 | 0.015 | -0.001 | 0.052 | 0.008 |
| cat__work_type_Never_worked | 0.078 | 0.000 | 0.000 | 0.017 | 0.038 | 0.013 | 1.000 | 0.063 | 0.014 | 0.008 | -0.073 | -0.014 | -0.036 | -0.011 | -0.004 | 0.007 | -0.008 | -0.004 | -0.008 | -0.015 | -0.008 | 0.023 | 0.023 | 0.000 | 0.000 |
| cat__work_type_Private | 0.155 | 0.014 | 0.000 | 0.020 | 0.109 | 0.097 | 0.063 | 1.000 | 0.509 | 0.447 | 0.081 | 0.018 | 0.201 | 0.037 | 0.005 | -0.010 | 0.042 | -0.022 | -0.001 | -0.026 | -0.011 | 0.022 | -0.020 | 0.000 | 0.000 |
| cat__work_type_Self-employed | 0.190 | 0.010 | 0.000 | 0.084 | 0.020 | 0.000 | 0.014 | 0.509 | 1.000 | 0.170 | 0.329 | 0.025 | 0.086 | -0.009 | -0.007 | -0.006 | -0.008 | 0.009 | -0.004 | 0.007 | 0.016 | -0.027 | -0.018 | 0.081 | 0.121 |
| cat__work_type_children | 0.546 | 0.081 | 0.000 | 0.162 | 0.240 | 0.163 | 0.008 | 0.447 | 0.170 | 1.000 | -0.583 | -0.069 | -0.468 | -0.011 | 0.013 | -0.004 | -0.021 | 0.006 | -0.006 | 0.023 | -0.010 | -0.002 | 0.022 | 0.094 | 0.132 |
| num__age | 0.642 | -0.013 | 0.024 | 0.238 | 0.104 | 0.051 | -0.073 | 0.081 | 0.329 | -0.583 | 1.000 | 0.159 | 0.346 | 0.045 | -0.031 | 0.013 | 0.000 | -0.006 | -0.006 | 0.006 | 0.014 | -0.019 | -0.060 | 0.305 | 0.294 |
| num__avg_glucose_level | 0.106 | 0.065 | 0.002 | 0.041 | 0.001 | 0.019 | -0.014 | 0.018 | 0.025 | -0.069 | 0.159 | 1.000 | 0.135 | 0.003 | -0.014 | -0.006 | 0.002 | -0.019 | -0.009 | 0.012 | 0.016 | -0.002 | -0.029 | 0.190 | 0.199 |
| num__bmi | 0.371 | -0.002 | 0.006 | 0.120 | 0.106 | 0.100 | -0.036 | 0.201 | 0.086 | -0.468 | 0.346 | 0.135 | 1.000 | -0.009 | 0.002 | 0.020 | 0.009 | -0.031 | 0.001 | -0.000 | 0.008 | 0.002 | -0.009 | 0.112 | 0.171 |
| num__feat01 | 0.012 | -0.003 | 0.027 | 0.019 | -0.002 | 0.001 | -0.011 | 0.037 | -0.009 | -0.011 | 0.045 | 0.003 | -0.009 | 1.000 | 0.003 | -0.022 | -0.001 | -0.014 | 0.008 | -0.005 | 0.002 | 0.008 | -0.012 | 0.037 | 0.040 |
| num__feat02 | -0.006 | -0.000 | -0.009 | 0.006 | -0.008 | 0.007 | -0.004 | 0.005 | -0.007 | 0.013 | -0.031 | -0.014 | 0.002 | 0.003 | 1.000 | 0.005 | 0.021 | 0.019 | -0.010 | -0.005 | 0.001 | 0.000 | 0.013 | 0.015 | 0.079 |
| num__feat03 | -0.005 | -0.003 | 0.010 | 0.002 | -0.011 | -0.011 | 0.007 | -0.010 | -0.006 | -0.004 | 0.013 | -0.006 | 0.020 | -0.022 | 0.005 | 1.000 | 0.005 | 0.003 | -0.004 | 0.003 | -0.044 | -0.010 | 0.036 | 0.036 | 0.000 |
| num__feat04 | -0.013 | 0.005 | -0.011 | 0.004 | 0.003 | 0.012 | -0.008 | 0.042 | -0.008 | -0.021 | 0.000 | 0.002 | 0.009 | -0.001 | 0.021 | 0.005 | 1.000 | 0.000 | 0.009 | -0.019 | 0.035 | 0.013 | 0.014 | 0.000 | 0.000 |
| num__feat05 | -0.019 | -0.000 | 0.003 | -0.007 | 0.010 | -0.017 | -0.004 | -0.022 | 0.009 | 0.006 | -0.006 | -0.019 | -0.031 | -0.014 | 0.019 | 0.003 | 0.000 | 1.000 | 0.020 | -0.015 | 0.004 | -0.008 | 0.023 | 0.050 | 0.000 |
| num__feat06 | -0.011 | -0.005 | -0.005 | -0.014 | 0.002 | 0.006 | -0.008 | -0.001 | -0.004 | -0.006 | -0.006 | -0.009 | 0.001 | 0.008 | -0.010 | -0.004 | 0.009 | 0.020 | 1.000 | 0.037 | 0.011 | -0.015 | -0.011 | 0.021 | 0.000 |
| num__feat07 | -0.004 | -0.008 | 0.017 | -0.006 | -0.023 | 0.013 | -0.015 | -0.026 | 0.007 | 0.023 | 0.006 | 0.012 | -0.000 | -0.005 | -0.005 | 0.003 | -0.019 | -0.015 | 0.037 | 1.000 | -0.008 | 0.009 | -0.028 | 0.055 | 0.016 |
| num__feat08 | 0.001 | 0.004 | -0.020 | 0.008 | -0.000 | -0.017 | -0.008 | -0.011 | 0.016 | -0.010 | 0.014 | 0.016 | 0.008 | 0.002 | 0.001 | -0.044 | 0.035 | 0.004 | 0.011 | -0.008 | 1.000 | 0.015 | -0.027 | 0.000 | 0.015 |
| num__feat09 | -0.008 | -0.015 | 0.006 | -0.023 | -0.002 | 0.015 | 0.023 | 0.022 | -0.027 | -0.002 | -0.019 | -0.002 | 0.002 | 0.008 | 0.000 | -0.010 | 0.013 | -0.008 | -0.015 | 0.009 | 0.015 | 1.000 | -0.007 | 0.000 | 0.000 |
| num__feat10 | -0.041 | -0.007 | 0.022 | -0.015 | 0.001 | -0.001 | 0.023 | -0.020 | -0.018 | 0.022 | -0.060 | -0.029 | -0.009 | -0.012 | 0.013 | 0.036 | 0.014 | 0.023 | -0.011 | -0.028 | -0.027 | -0.007 | 1.000 | 0.000 | 0.036 |
| num__heart_disease | 0.106 | 0.091 | 0.000 | 0.061 | 0.025 | 0.052 | 0.000 | 0.000 | 0.081 | 0.094 | 0.305 | 0.190 | 0.112 | 0.037 | 0.015 | 0.036 | 0.000 | 0.050 | 0.021 | 0.055 | 0.000 | 0.000 | 0.000 | 1.000 | 0.103 |
| num__hypertension | 0.154 | 0.015 | 0.000 | 0.052 | 0.071 | 0.008 | 0.000 | 0.000 | 0.121 | 0.132 | 0.294 | 0.199 | 0.171 | 0.040 | 0.079 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.015 | 0.000 | 0.036 | 0.103 | 1.000 |
| num__age | num__avg_glucose_level | num__bmi | num__feat01 | num__feat02 | num__feat03 | num__feat04 | num__feat05 | num__feat06 | num__feat07 | num__feat08 | num__feat09 | num__feat10 | num__heart_disease | num__hypertension | cat__ever_married_Yes | cat__gender_Male | cat__residence_type_Urban | cat__smoking_status_formerly smoked | cat__smoking_status_never smoked | cat__smoking_status_smokes | cat__work_type_Never_worked | cat__work_type_Private | cat__work_type_Self-employed | cat__work_type_children | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1960 | 1.1989 | -0.4675 | -0.5108 | -0.1407 | 0.3820 | -1.0415 | 0.6401 | 0.2672 | -0.6387 | -1.7506 | -1.0279 | 0.0238 | -0.4335 | 3.8953 | -0.3459 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 |
| 1163 | 0.8065 | -0.3089 | -0.0166 | -1.3646 | 1.6237 | 0.8398 | -0.3463 | 0.3592 | 1.0026 | 0.6952 | 1.1168 | -0.3807 | 0.0078 | -0.2567 | -0.3459 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 3839 | 0.5885 | 1.3515 | 0.2304 | -0.3920 | -0.7207 | 1.3805 | -1.3053 | 1.6575 | -1.3061 | -1.0955 | 0.1495 | -0.5617 | 1.4940 | -0.2567 | -0.3459 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 |
| 3026 | 1.5042 | -0.3617 | -0.8359 | -1.7886 | -1.3247 | 0.4604 | 0.0978 | -1.1349 | 0.1601 | -1.1049 | -0.8174 | -1.9902 | 0.1505 | -0.2567 | -0.3459 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 5087 | 0.6757 | -0.4628 | -0.4328 | 1.0475 | -1.2740 | 0.5998 | -1.6490 | 0.2095 | -0.1036 | 0.2560 | 2.3680 | -0.3295 | 1.0201 | -0.2567 | 2.8910 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 4481 | -0.0219 | -0.3200 | 0.9977 | 0.6011 | -1.1594 | 0.8819 | -0.0671 | 0.0679 | 0.9347 | -1.4555 | -1.2956 | -0.3540 | -0.9922 | -0.2567 | -0.3459 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 4627 | 1.4606 | -0.3690 | 0.7116 | 0.6877 | 0.5333 | -0.9865 | -0.6083 | 1.2520 | -0.0416 | 0.0546 | -1.4035 | -0.9966 | -0.0324 | -0.2567 | -0.3459 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 4275 | 1.5914 | -0.6197 | -1.2390 | -0.5998 | -2.4205 | -0.5506 | -0.1927 | -0.7699 | -0.1785 | -0.0486 | 0.6630 | 0.1906 | -0.5199 | 3.8953 | -0.3459 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 |
| 1737 | 1.1553 | -0.7428 | 0.4385 | 0.7539 | 0.2095 | 0.2008 | 0.3675 | -0.6355 | 1.3582 | 0.0138 | 0.6178 | -0.0612 | -0.4293 | 3.8953 | -0.3459 | 1.0000 | 1.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| 976 | -1.8532 | -0.5038 | -1.7722 | 2.0675 | -0.5308 | -1.3595 | -0.6023 | -0.7557 | 1.3084 | 1.2330 | -1.0544 | -1.9064 | -0.0628 | -0.2567 | -0.3459 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 |
| num__age | num__avg_glucose_level | num__bmi | num__feat01 | num__feat02 | num__feat03 | num__feat04 | num__feat05 | num__feat06 | num__feat07 | num__feat08 | num__feat09 | num__feat10 | num__heart_disease | num__hypertension | cat__ever_married_Yes | cat__gender_Male | cat__residence_type_Urban | cat__smoking_status_formerly smoked | cat__smoking_status_never smoked | cat__smoking_status_smokes | cat__work_type_Never_worked | cat__work_type_Private | cat__work_type_Self-employed | cat__work_type_children | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5238 | 0.7629 | -0.3023 | 0.3605 | 1.0474 | 0.6508 | 1.5635 | -1.8622 | 1.3963 | -0.0086 | 0.9262 | 2.0427 | -0.1830 | 0.6688 | -0.2567 | -0.3459 | 0.0000 | 1.0000 | 1.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| 167 | -1.4608 | -0.9110 | -0.9659 | 1.7450 | 0.7991 | -1.4507 | 1.0331 | 0.0882 | -0.7852 | 1.9344 | -0.6628 | 0.0650 | -0.6620 | -0.2567 | -0.3459 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 |
| 3513 | 0.6757 | -0.8227 | 0.2564 | -0.5928 | -0.2783 | -0.5809 | -0.8111 | 1.0713 | -1.5394 | -1.5507 | 1.2884 | 1.0412 | 1.4804 | -0.2567 | -0.3459 | 1.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 4833 | -0.5887 | -1.0106 | 0.2825 | 0.6209 | 1.7585 | 1.0406 | -1.0170 | -1.5258 | 0.2601 | -0.7733 | -0.6684 | -1.3563 | 0.1433 | -0.2567 | -0.3459 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 927 | -1.7660 | 2.1063 | -1.5511 | -0.1095 | 0.7950 | 1.8042 | -0.3209 | -0.7590 | -0.0695 | -0.5354 | -0.1397 | -0.2511 | -1.0229 | -0.2567 | -0.3459 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 |
| 1317 | -1.5044 | -0.8227 | -0.7059 | -1.3133 | -0.9032 | 1.4330 | 0.6856 | 0.8936 | 1.0733 | -1.0324 | 1.3447 | -1.6881 | -0.1757 | -0.2567 | -0.3459 | 0.0000 | 1.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 |
| 2283 | 0.5449 | -0.0311 | 0.4385 | 1.0417 | 1.4476 | -0.9508 | 0.9228 | 0.4442 | -0.1468 | 0.2280 | 1.6885 | 2.2706 | 2.3801 | -0.2567 | -0.3459 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 2004 | 0.8065 | -0.9738 | -0.6929 | -0.0746 | 0.1327 | 0.7421 | -0.6955 | 1.8763 | 1.4235 | 0.0001 | -1.3014 | -0.7640 | 0.8665 | -0.2567 | 2.8910 | 1.0000 | 0.0000 | 1.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 |
| 3668 | -1.8619 | -0.2653 | -1.6162 | 0.8277 | 0.0577 | -0.9934 | 0.9317 | -0.9576 | 0.4880 | -0.3017 | 1.0005 | -0.9935 | -2.1223 | -0.2567 | -0.3459 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 |
| 607 | 1.5042 | 1.4791 | -0.6408 | 1.9261 | -0.6027 | -1.0379 | -2.1307 | 0.8349 | 0.0202 | -0.3797 | 0.0408 | 0.5422 | 0.6276 | -0.2567 | 2.8910 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | 0.0000 |